The Geometry of Last-Layer Model Stealing

In three linesGeometric analysis of conditions enabling theft of a transformer's final layer. The author proves perfect copying of the last stage is possible under specific conditions, but hidden layers cannot be fully reverse-engineered from outputs alone.

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